Anthropic engineers practice graph engineering to manage swarms of agents

Aiden_Tech_Ai · x · 2026-08-22

Anthropic engineers are running hundreds of agents daily on real work. They propose "graph engineering," connecting isolated agents into loops and graphs so the system improves over time. The flow evolves from Agents to Loops to Graphs to Self-improving systems. Claude handles orchestration with Plan mode, dynamic routing, and shared state, offering a practical approach to multi-agent work that compounds value.

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